Real Estate data

Data from across the built world.

From intent, employment and firmographic signals to proprietary project records, Watt makes real estate and construction data available for AI.

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Available data

Real estate data from the parcel to the porch.

Broad signal on the people, companies and demand across the industry. Deeper project records sourced to order.

Available now+100K more signals
Land and site selectionLand, lot, acreage and site selection research · 1031 exchange research · Parcels and zoning
Project development and financingEntitlement and rezoning research · Construction and commercial lending research · Land developers by NAICS
Builders and general contractorsBidding, bonding and construction risk research · Builders by NAICS · Construction workforce
Mechanical and electricalCommercial HVAC, electrical and plumbing research · MEP and electrical contractor software research · Electricians and plumbers
Buyers, sellers and moversHome search and mortgage research · Home value and listing research · Renters and new movers · Deed and sale history
Landlords and rentalsRental property and property management research · Buy-and-hold investing research · Landlords and property managers by NAICS
Remodeling and repairLong-time homeowners · Home improvement buyers · Kitchen, bath and roofing research · Year built and roof type
Home and gardenHomeowners · Gardening and DIY affinity · Landscaping and outdoor living research · Lot acreage
Sourced to order

Proprietary records that live inside contractors and developers. Watt sources them to your requirements.

Project recordsSchedules · Change orders · Daily logs
Mechanical & electricalSubmittals · Inspections · As-built drawings
Also sourced to orderBids and estimates · Permits · Leases and rent rolls · Property management
Request a dataset

Depth and coverage vary by signal.

Go deeper

We go where the data actually lives.

The records that matter most in construction rarely sit in one system, and most never reach the web. Watt works with contractors and developers to collect them and join them into one usable record.

Steel frames and concrete walls rising on a large construction site
Job site
  • Where it lives
  • Project software
  • ERP
  • Spreadsheets
  • Drawings
  • Email
  • PDFs
  • Archives
  • Offline records
  • Human workflows
Building C, Level 3Illustrative
BudgetChange order 14 approvedERP
ScheduleFraming, day 9 of 12Spreadsheet
FieldPour logged 07:20Daily log
InspectionElectrical rough-in passedEmail
DrawingRevision 6 issuedPDF
Joined, rights-cleared and traceable to its source.
What it can power

Built for AI that works in real estate.

  1. 01

    Train industry-aware models

    Give models exposure to real project records and domain behavior.

  2. 02

    Build industry agents

    Ground agents in actual companies, people, demand and projects.

  3. 03

    Evaluate industry capability

    Test models against real-world property, construction and job-site tasks.

  4. 04

    Power industry applications

    Embed real estate signals into products through API, MCP or bulk delivery.

How it works

Acquire. Refine. Deliver.

  1. 01Acquire

    Access existing and hard-to-source industry data.

  2. 02Refine

    Normalize, structure, enrich and prepare it for AI.

  3. 03Deliver

    Bulk, API, MCP or a human interface.

Delivery

Use the data however you need it.

Proof

What stands behind the data.

Rights & provenance

Every record traces back to where it came from, with its permitted uses agreed in writing.

How Watt sources data
  • Signals172K
  • Records2 PB
  • Fields/sec70M

Looking for Real Estate data we don’t have yet?

Tell us what you need. Watt can source it.

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